Public teardown library
We translated 154 AI GTM pitches from 40 vendors. We had questions.
Every public result keeps the joke attached to a useful buyer artifact: claim, hidden assumptions, one main badge, supporting risks, and one-week test. Newest verdict first.
All badgesDemo FogMagic PipelineCRM GraffitiRobot CostumeBenchmark SmoothieInsight ShelfwareStack JengaRevOps TaxWalnut only
Filter by vendor
Walnut
Change vendor
Filter by vendor
Walnut
All vendorsAnthropic9scorecardAmplitude7scorecardMixpanel7scorecardSalesforce7scorecardSalesloft6scorecard6sense5scorecardClari5scorecardClay5scorecardGainsight5scorecardGong.io5scorecardInstantly5scorecardLavender5scorecardLemlist5scorecardLovable5scorecardZapier5scorecardAnysphere4scorecardApollo4scorecardChurnZero4scorecardHightouch4scorecardLangChain4scorecardOpenAI4scorecardOutreach4scorecardPendo4scorecardPlanhat4scorecardReply.io4scorecardCustomer.io3scorecardHubSpot3scorecardMutiny3scorecardVitally3scorecardZoomInfo3scorecardCommon Room2scorecardPostHog2scorecardPylon2scorecard11x Alice1scorecardCognism1scorecardGong1scorecardgtm pod1scorecardReprise1scorecardUserpilot1scorecardWalnut1scorecard
Latest verdictRevOps Tax
Walnut Version Control for Demo Templates
“Auto-snapshots save time—but expect new version sprawl and governance work for rollback and branching.”
Automatically tracks demo template edits with snapshots and audit trails, requiring teams to adjust update and rollback workflows.